This is how a chronicle report looks
This is a showcase of the outputs possible with the {chronicle} R package. For a complete how-to, please refer to the package’s github page.
Barplots
chronicle::add_barplot()
Bars broken by other group
Bars sorted by value and broken by another column
Boxplots
chronicle::add_boxplot()
Code
chronicle::add_code()
This is an empty canvas for you to include any code you want.
This is some code:
data.table(iris)[, .N, Species]
It can also be evaluated!
library(data.table)
data.table(iris)[, .N, Species]
Densities
chronicle::add_density()
dygraphs
chronicle::add_dygraph()
Simple dygraph (in static outputs it will be replaced by line plots)
Histograms()
chronicle::add_histogram
Faceted histogram by groups
Line plots
chronicle::add_lineplot()
Line plot with linear trend
Rain cloud plots
chronicle::add_raincloud()
With the mean instead of the boxplot
Scatter plots
chronicle::add_scatterplot()
Faceted scatter plot with trend
Tables
chronicle::add_table()
kable
| 5.1 |
3.5 |
1.4 |
0.2 |
setosa |
| 4.9 |
3.0 |
1.4 |
0.2 |
setosa |
| 4.7 |
3.2 |
1.3 |
0.2 |
setosa |
| 4.6 |
3.1 |
1.5 |
0.2 |
setosa |
| 5.0 |
3.6 |
1.4 |
0.2 |
setosa |
| 5.4 |
3.9 |
1.7 |
0.4 |
setosa |
Violins
chronicle::add_violin()
Big Bonus! report_columns()
chronicle also includes a function called report_columns(), that will create an entire chronicle report for a single dataset. It includes a comprehensive summary of the data through the skimr::skim() function, along with one plot for each column present in the data: bar plots for categorical variables and rain cloud plots for numerical variables. This gives you an immediate view of a dataset with a single line of code!
report_columns(dt = palmerpenguins::penguins,
by_column = 'species')
you can see the example of this output here
sessionInfo
sessionInfo()
R version 4.0.3 (2020-10-10)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19042)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252 LC_CTYPE=English_United States.1252 LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C LC_TIME=English_United States.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] stringr_1.4.0 chronicle_0.2.5 data.table_1.13.6 magrittr_2.0.1 rlang_0.4.10
loaded via a namespace (and not attached):
[1] tufte_0.9 lattice_0.20-41 tidyr_1.1.2 ps_1.5.0 zoo_1.8-8 digest_0.6.27
[7] R6_2.5.0 evaluate_0.14 httr_1.4.2 xaringan_0.19 ggplot2_3.3.3 highr_0.8
[13] pillar_1.4.7 tictoc_1.0 lazyeval_0.2.2 rstudioapi_0.13 callr_3.5.1 Matrix_1.2-18
[19] DT_0.17 rmarkdown_2.6 labeling_0.4.2 splines_4.0.3 webshot_0.5.2 flexdashboard_0.5.2
[25] rolldown_0.1 readr_1.4.0 htmlwidgets_1.5.3 munsell_0.5.0 tinytex_0.28 compiler_4.0.3
[31] xfun_0.20 pkgconfig_2.0.3 mgcv_1.8-33 htmltools_0.5.0 tidyselect_1.1.0 tibble_3.0.4
[37] gridExtra_2.3 bookdown_0.21 viridisLite_0.3.0 crayon_1.3.4 dplyr_1.0.2 withr_2.3.0
[43] grid_4.0.3 nlme_3.1-151 jsonlite_1.7.2 gtable_0.3.0 lifecycle_0.2.0 scales_1.1.1
[49] rmdformats_1.0.1 stringi_1.5.3 farver_2.0.3 viridis_0.5.1 dygraphs_1.1.1.6 ellipsis_0.3.1
[55] xts_0.12.1 generics_0.1.0 vctrs_0.3.6 tools_4.0.3 glue_1.4.2 purrr_0.3.4
[61] hms_0.5.3 crosstalk_1.1.0.1 prettydoc_0.4.1 processx_3.4.5 yaml_2.2.1 colorspace_2.0-0
[67] plotly_4.9.3 knitr_1.31 pagedown_0.13
---
title:  chronicle Showcase
date: "`r Sys.Date()`"
author:  Philippe Heymans Smith
output: html_notebook
---


```{r, echo = FALSE, message = FALSE, warning = FALSE}
library(chronicle)
set_static <- FALSE
figure_width <- 9
figure_height <- 5
# If you want this report to be reproducible, add on this chunk all
# the libraries, data loading and preprocessing done before executing
# the chronicle report.

```


# This is how a chronicle report looks

This is a showcase of the outputs possible with the \{chronicle\} R package. For a complete how-to, please refer to the package's [github page](https://github.com/pheymanss/chronicle).
```{r, eval=TRUE, echo=FALSE, fig.width=figure_width, fig.height=figure_height}
dat <- data.frame(x = c(rnorm(100, 2, 4),
        rnorm(100, 6, 1),
        rnorm(100, 8, 2)),
  group = c(rep('A', 100),
            rep('B', 100),
            rep('C', 100)),
  date = rep(seq(as.Date('2020-01-01'),
                 as.Date('2020-04-09'),
                 'days'),
             3))
```

# Barplots

### `chronicle::add_barplot()`

## Simple bar plot
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_barplot(dt = iris, bars = 'Species',
  value = 'Sepal.Length',
  horizontal = 'FALSE',
  sort_by_value = 'FALSE',
  sort_decreasing = 'TRUE',
  ggtheme = 'minimal', static = set_static)
```

## Bars broken by other group
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_barplot(dt = ggplot2::mpg, bars = 'manufacturer',
  value = 'cty',
  break_bars_by = 'trans',
  horizontal = 'FALSE',
  sort_by_value = 'FALSE',
  sort_decreasing = 'TRUE',
  ggtheme = 'minimal', static = set_static)
```

## Bars sorted by value
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_barplot(dt = ggplot2::mpg, bars = 'manufacturer',
  value = 'cty',
  horizontal = 'FALSE',
  sort_by_value = 'TRUE',
  sort_decreasing = 'TRUE',
  ggtheme = 'minimal', static = set_static)
```

## Bars sorted by value and broken by another column
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_barplot(dt = ggplot2::mpg, bars = 'manufacturer',
  value = 'cty',
  break_bars_by = 'trans',
  horizontal = 'FALSE',
  sort_by_value = 'TRUE',
  sort_decreasing = 'TRUE',
  ggtheme = 'minimal', static = set_static)
```

## Horizontally
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_barplot(dt = ggplot2::mpg, bars = 'manufacturer',
  value = 'cty',
  break_bars_by = 'trans',
  horizontal = 'TRUE',
  sort_by_value = 'TRUE',
  sort_decreasing = 'TRUE',
  ggtheme = 'minimal', static = set_static)
```

# Boxplots

### `chronicle::add_boxplot()`

## Simple box plot
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_boxplot(dt = iris, value = 'Sepal.Length',
  jitter = 'FALSE', static = set_static)
```

## Box plot by groups
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_boxplot(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  jitter = 'FALSE', static = set_static)
```

## Box plot with jitter
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_boxplot(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  jitter = 'TRUE', static = set_static)
```

# Code

### `chronicle::add_code()`

This is an empty canvas for you to include any code you want.

### This is some code:
```{r, eval=FALSE, echo=TRUE, fig.width=figure_width, fig.height=figure_height}
data.table(iris)[, .N, Species]
```

### It can also be evaluated!
```{r, eval=TRUE, echo=TRUE, fig.width=figure_width, fig.height=figure_height}
library(data.table)
data.table(iris)[, .N, Species]
```

# Densities

### `chronicle::add_density()`

## Basic density
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_density(dt = iris, value = 'Sepal.Length',
  faceted = 'TRUE',
  scales = 'fixed', static = set_static)
```

## Density by group
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_density(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  faceted = 'FALSE',
  scales = 'fixed', static = set_static)
```

## Faceted densities
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_density(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  faceted = 'TRUE',
  scales = 'fixed', static = set_static)
```

# dygraphs

### `chronicle::add_dygraph()`

## Simple dygraph (in static outputs it will be replaced by line plots)
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_dygraph(dt = dat, value = 'x',
  date = 'date', static = set_static)
```

## Dygraph by groups
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_dygraph(dt = dat, value = 'x',
  date = 'date',
  groups = 'group', static = set_static)
```

# Histograms()

### `chronicle::add_histogram`

## Basic histogram
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_histogram(dt = iris, value = 'Sepal.Length',
  scales = 'fixed', static = set_static)
```

## Faceted histogram by groups
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_histogram(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  scales = 'fixed', static = set_static)
```

# Line plots

### `chronicle::add_lineplot()`

## Simple line plot
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_lineplot(dt = dat, x = 'date',
  y = 'x', static = set_static)
```

## Line plot with trend
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_lineplot(dt = dat, x = 'date',
  y = 'x',
  groups = 'group',
  faceted = 'FALSE',
  show_trend = 'TRUE', static = set_static)
```

## Line plot with linear trend
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_lineplot(dt = dat, x = 'date',
  y = 'x',
  groups = 'group',
  faceted = 'FALSE',
  show_trend = 'TRUE',
  trend_method = 'lm', static = set_static)
```

## Faceted line plot
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_lineplot(dt = dat, x = 'date',
  y = 'x',
  groups = 'group',
  faceted = 'TRUE',
  show_trend = 'TRUE', static = set_static)
```

# Rain cloud plots

### `chronicle::add_raincloud()`

## Simple rain cloud
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_raincloud(dt = iris, value = 'Sepal.Length',
  adjust = '0.5',
  include_boxplot = 'TRUE',
  include_mean = 'FALSE',
  include_median = 'TRUE',
  force_all_jitter_obs = 'FALSE',
  ggtheme = 'minimal',
  plot_palette_generator = 'plasma', static = set_static)
```

## Rain cloud by group
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_raincloud(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  adjust = '0.5',
  include_boxplot = 'TRUE',
  include_mean = 'FALSE',
  include_median = 'TRUE',
  force_all_jitter_obs = 'FALSE',
  ggtheme = 'minimal',
  plot_palette_generator = 'plasma', static = set_static)
```

## Larger denisty kernel
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_raincloud(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  adjust = '1',
  include_boxplot = 'TRUE',
  include_mean = 'FALSE',
  include_median = 'TRUE',
  force_all_jitter_obs = 'FALSE',
  ggtheme = 'minimal',
  plot_palette_generator = 'plasma', static = set_static)
```

## No boxplot, just the median
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_raincloud(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  adjust = '1',
  include_boxplot = 'FALSE',
  include_mean = 'FALSE',
  include_median = 'TRUE',
  force_all_jitter_obs = 'FALSE',
  ggtheme = 'minimal',
  plot_palette_generator = 'plasma', static = set_static)
```

## With the mean instead of the boxplot
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_raincloud(dt = iris, value = 'Sepal.Length',
  groups = 'Species',
  adjust = '1',
  include_boxplot = 'FALSE',
  include_mean = 'TRUE',
  include_median = 'FALSE',
  force_all_jitter_obs = 'FALSE',
  ggtheme = 'minimal',
  plot_palette_generator = 'plasma', static = set_static)
```

# Scatter plots

### `chronicle::add_scatterplot()`

## Simple scatter plot
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_scatterplot(dt = iris, x = 'Sepal.Length',
  y = 'Sepal.Width', static = set_static)
```

## Scatter plot with groups
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_scatterplot(dt = iris, x = 'Sepal.Length',
  y = 'Sepal.Width',
  groups = 'Species',
  faceted = 'FALSE',
  show_trend = 'FALSE', static = set_static)
```

## Faceted scatter plot with trend
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_scatterplot(dt = iris, x = 'Sepal.Length',
  y = 'Sepal.Width',
  groups = 'Species',
  faceted = 'TRUE',
  show_trend = 'TRUE', static = set_static)
```

# Tables

### `chronicle::add_table()`

### kable

```{r, echo = FALSE, message = FALSE, warning = FALSE}
knitr::kable(head(iris))
```

### DT

```{r, echo = FALSE, message = FALSE, warning = FALSE}
DT::datatable(head(iris))
```

# Violins

### `chronicle::add_violin()`

## Simple violin plot
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_violin(dt = iris, value = 'Sepal.Length', static = set_static)
```

## Violin plot by group
```{r, echo=FALSE, message=FALSE, warning=FALSE, fig.width=figure_width, fig.height=figure_height}
make_violin(dt = iris, value = 'Sepal.Length',
  groups = 'Species', static = set_static)
```

# Big Bonus! report_columns()

chronicle also includes a function called report_columns(), that will create an entire
chronicle report for a single dataset. It includes a comprehensive summary of the data through the
skimr::skim() function, along with one plot for each column present in the data: bar plots for categorical
variables and rain cloud plots for numerical variables. This gives you an immediate view of a dataset with a
single line of code!
```{r, eval=FALSE, echo=TRUE, fig.width=figure_width, fig.height=figure_height}
report_columns(dt = palmerpenguins::penguins,
               by_column = 'species')
```

you can see the example of this output [here](https://pheymanss.github.io/chronicle-demos/report_columns)

## sessionInfo
```{r, eval=TRUE, echo=TRUE, fig.width=figure_width, fig.height=figure_height}
sessionInfo()
```
